Image Gen · Model Guide · 4 min read

Stable Diffusion XL

The veteran that still earns its slot — SDXL runs on 8 GB cards and anchors the largest fine-tune ecosystem in image generation.

Basic Information

Stable Diffusion XL remains the most widely installed image model in history. It is older than the 3.5/FLUX generation, but two facts keep it everywhere: it runs on ~8 GB cards at real-time-ish speeds, and its four-plus years of community fine-tunes, LoRAs, and ControlNets mean there is a pre-built model for nearly any style, subject, or pipeline.

For anyone building controlled local pipelines — product photography styles, consistent characters, batch thumbnail generation — SDXL's tooling depth is often still the pragmatic choice.

Best use cases

• Budget local image generation on 6–8 GB cards
• Style-specific production via the massive LoRA/fine-tune library
• Precise composition control with ControlNet (pose, depth, edges)
• High-throughput batch generation on modest hardware

Computational Requirements

The most accessible of the quality models: roughly 6–8 GB VRAM for standard 1024px generation, lower with optimized builds.

Commercial license

Stability AI Community License — same structure as SD 3.5: free for individuals and businesses under $1M annual revenue with a prohibited-use list, paid enterprise license above. Outputs are usable commercially under the community license.